Title :
Real-time genetic lips region detection and tracking in natural video scenes
Author :
Akashi, T. ; Fukumi, M. ; Akamatsu, N.
Author_Institution :
Graduate Sch. of Eng., Tokushima Univ.
Abstract :
In this paper, real-time detection and tracking of lips region of a talking person in natural scenes is addressed. In particular, we try to acquire numerical parameters to represent the lips information. Because, this information is very important for many applications, such as audio-visual speech recognition, robot perception, and interface of mobile devices. The difficulty lies in deformations and geometric change of lips, by speech and free camera work. Our proposed system is based on template matching with genetic algorithms (GAs). In our previous system, there is a trade-off between accuracy and a processing time. However, we can overcome this by two new methods: (a) a flexible control of a search domain, (b) inheritance of genetic information between video frames. We demonstrated the effectiveness of our proposed system by using some 5 seconds video sequences. The average results are that the accuracy is 94,44% and the processing time is 4.50 seconds
Keywords :
genetic algorithms; object detection; search problems; tracking; video signal processing; audio-visual speech recognition; genetic algorithms; genetic lips region detection; genetic lips region tracking; lip geometric change; mobile device interface; natural video scenes; robot perception; search domain; Cameras; Cellular phones; Data mining; Genetic algorithms; Humans; Layout; Lips; Orbital robotics; Positron emission tomography; Speech recognition;
Conference_Titel :
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-8643-4
DOI :
10.1109/ICCIS.2004.1460670